prtEvalAuc Returns the area under the receiver operating curve.
auc = prtEvalAuc(prtClassifier, prtDataSet) returns the area under the
receiver operating curve. prtDataSet must be a labeled, binary
prtDataSetStandard object. prtClassifier must be a prtClass object.
auc = prtEvalAuc(prtClassifier, prtDataSet, nFolds) returns the area
under the receiver operating curve with K-fold cross-validation.
prtDataSet must be a labeled, binary prtDataSetStandard object.
prtClassifier must be a prtClass object. nFolds is the number of folds
in the K-fold cross-validation.
auc = prtEvalAuc(prtClassifier, prtDataSet, xValInds) same as above,
but use crossValidation with specified indices instead of random folds.
Example:
dataSet = prtDataGenSpiral;
classifier = prtClassDlrt;
auc = prtEvalAuc(classifier, dataSet)